{"id":"https://openalex.org/W4396219606","doi":"https://doi.org/10.3390/s24092830","title":"DeepChestGNN: A Comprehensive Framework for Enhanced Lung Disease Identification through Advanced Graphical Deep Features","display_name":"DeepChestGNN: A Comprehensive Framework for Enhanced Lung Disease Identification through Advanced Graphical Deep Features","publication_year":2024,"publication_date":"2024-04-29","ids":{"openalex":"https://openalex.org/W4396219606","doi":"https://doi.org/10.3390/s24092830","pmid":"https://pubmed.ncbi.nlm.nih.gov/38732936"},"language":"en","primary_location":{"id":"doi:10.3390/s24092830","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24092830","pdf_url":"https://www.mdpi.com/1424-8220/24/9/2830/pdf?version=1714386075","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/24/9/2830/pdf?version=1714386075","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068389775","display_name":"Shakil Rana","orcid":"https://orcid.org/0009-0009-9660-0396"},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Shakil Rana","raw_affiliation_strings":["Health Informatics Research Laboratory (HIRL), Department of Computer Science and Engineering, Daffodil International University, Dhaka 1207, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Health Informatics Research Laboratory (HIRL), Department of Computer Science and Engineering, Daffodil International University, Dhaka 1207, Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092689676","display_name":"Md Jabed Hosen","orcid":"https://orcid.org/0009-0005-8921-6493"},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md Jabed Hosen","raw_affiliation_strings":["Health Informatics Research Laboratory (HIRL), Department of Computer Science and Engineering, Daffodil International University, Dhaka 1207, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Health Informatics Research Laboratory (HIRL), Department of Computer Science and Engineering, Daffodil International University, Dhaka 1207, Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5095927742","display_name":"Tasnim Jahan Tonni","orcid":"https://orcid.org/0009-0002-4818-8383"},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Tasnim Jahan Tonni","raw_affiliation_strings":["Health Informatics Research Laboratory (HIRL), Department of Computer Science and Engineering, Daffodil International University, Dhaka 1207, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Health Informatics Research Laboratory (HIRL), Department of Computer Science and Engineering, Daffodil International University, Dhaka 1207, Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043860241","display_name":"Md. Awlad Hossen Rony","orcid":"https://orcid.org/0000-0002-6002-9097"},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md. Awlad Hossen Rony","raw_affiliation_strings":["Health Informatics Research Laboratory (HIRL), Department of Computer Science and Engineering, Daffodil International University, Dhaka 1207, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Health Informatics Research Laboratory (HIRL), Department of Computer Science and Engineering, Daffodil International University, Dhaka 1207, Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008339199","display_name":"Kaniz Fatema","orcid":"https://orcid.org/0000-0002-0787-5403"},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Kaniz Fatema","raw_affiliation_strings":["Health Informatics Research Laboratory (HIRL), Department of Computer Science and Engineering, Daffodil International University, Dhaka 1207, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Health Informatics Research Laboratory (HIRL), Department of Computer Science and Engineering, Daffodil International University, Dhaka 1207, Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100637205","display_name":"Md. Zahid Hasan","orcid":"https://orcid.org/0000-0002-0132-1717"},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md. Zahid Hasan","raw_affiliation_strings":["Health Informatics Research Laboratory (HIRL), Department of Computer Science and Engineering, Daffodil International University, Dhaka 1207, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Health Informatics Research Laboratory (HIRL), Department of Computer Science and Engineering, Daffodil International University, Dhaka 1207, Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101864609","display_name":"Md. Tanvir Rahman","orcid":"https://orcid.org/0000-0002-6173-0483"},"institutions":[{"id":"https://openalex.org/I41173762","display_name":"Mawlana Bhashani Science and Technology University","ror":"https://ror.org/00gvj4587","country_code":"BD","type":"education","lineage":["https://openalex.org/I41173762"]},{"id":"https://openalex.org/I165143802","display_name":"University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU","BD"],"is_corresponding":true,"raw_author_name":"Md. Tanvir Rahman","raw_affiliation_strings":["Department of Information and Communication Technology, Mawlana Bhashani Science and Technology University, Tangail 1902, Bangladesh","School of Health and Rehabilitation Sciences, The University of Queensland, St. Lucia, QLD 4072, Australia"],"affiliations":[{"raw_affiliation_string":"Department of Information and Communication Technology, Mawlana Bhashani Science and Technology University, Tangail 1902, Bangladesh","institution_ids":["https://openalex.org/I41173762"]},{"raw_affiliation_string":"School of Health and Rehabilitation Sciences, The University of Queensland, St. Lucia, QLD 4072, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041468687","display_name":"Risala Tasin Khan","orcid":"https://orcid.org/0000-0001-8236-5959"},"institutions":[{"id":"https://openalex.org/I46080048","display_name":"Jahangirnagar University","ror":"https://ror.org/04ywb0864","country_code":"BD","type":"education","lineage":["https://openalex.org/I46080048"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Risala Tasin Khan","raw_affiliation_strings":["Institute of Information Technology, Jahangirnagar University, Dhaka 1342, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Institute of Information Technology, Jahangirnagar University, Dhaka 1342, Bangladesh","institution_ids":["https://openalex.org/I46080048"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048239546","display_name":"Tony Jan","orcid":"https://orcid.org/0000-0002-3114-8978"},"institutions":[{"id":"https://openalex.org/I4210142395","display_name":"Torrens University Australia","ror":"https://ror.org/0351xae06","country_code":"AU","type":"education","lineage":["https://openalex.org/I4210142395"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Tony Jan","raw_affiliation_strings":["Centre for Artificial Intelligence Research and Optimisation (AIRO), Torrens University, Ultimo, NSW 2007, Australia"],"affiliations":[{"raw_affiliation_string":"Centre for Artificial Intelligence Research and Optimisation (AIRO), Torrens University, Ultimo, NSW 2007, Australia","institution_ids":["https://openalex.org/I4210142395"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059424027","display_name":"Md Whaiduzzaman","orcid":"https://orcid.org/0000-0003-2822-0657"},"institutions":[{"id":"https://openalex.org/I4210142395","display_name":"Torrens University Australia","ror":"https://ror.org/0351xae06","country_code":"AU","type":"education","lineage":["https://openalex.org/I4210142395"]},{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Md Whaiduzzaman","raw_affiliation_strings":["Centre for Artificial Intelligence Research and Optimisation (AIRO), Torrens University, Ultimo, NSW 2007, Australia","School of Information Systems, Queensland University of Technology, Brisbane, QLD 4000, Australia"],"affiliations":[{"raw_affiliation_string":"Centre for Artificial Intelligence Research and Optimisation (AIRO), Torrens University, Ultimo, NSW 2007, Australia","institution_ids":["https://openalex.org/I4210142395"]},{"raw_affiliation_string":"School of Information Systems, Queensland University of Technology, Brisbane, QLD 4000, Australia","institution_ids":["https://openalex.org/I160993911"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5059424027","https://openalex.org/A5101864609"],"corresponding_institution_ids":["https://openalex.org/I160993911","https://openalex.org/I165143802","https://openalex.org/I41173762","https://openalex.org/I4210142395"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":6.1102,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.96821305,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"24","issue":"9","first_page":"2830","last_page":"2830"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.9933000206947327,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9775000214576721,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6831957697868347},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6637647151947021},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5943900942802429},{"id":"https://openalex.org/keywords/normalization","display_name":"Normalization (sociology)","score":0.5049758553504944},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.47663792967796326},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4764197766780853},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3628058433532715}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6831957697868347},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6637647151947021},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5943900942802429},{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.5049758553504944},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.47663792967796326},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4764197766780853},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3628058433532715},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008168","descriptor_name":"Lung","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D008168","descriptor_name":"Lung","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D008168","descriptor_name":"Lung","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D008168","descriptor_name":"Lung","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D008168","descriptor_name":"Lung","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D008168","descriptor_name":"Lung","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D008168","descriptor_name":"Lung","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D008168","descriptor_name":"Lung","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D008171","descriptor_name":"Lung Diseases","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D008171","descriptor_name":"Lung Diseases","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D008171","descriptor_name":"Lung Diseases","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D008171","descriptor_name":"Lung Diseases","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D008171","descriptor_name":"Lung Diseases","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D008171","descriptor_name":"Lung Diseases","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D008171","descriptor_name":"Lung Diseases","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D008171","descriptor_name":"Lung Diseases","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.3390/s24092830","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24092830","pdf_url":"https://www.mdpi.com/1424-8220/24/9/2830/pdf?version=1714386075","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:38732936","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38732936","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11086108","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11086108","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:8496c982673146f4a5409b64633dc381","is_oa":true,"landing_page_url":"https://doaj.org/article/8496c982673146f4a5409b64633dc381","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 24, Iss 9, p 2830 (2024)","raw_type":"article"},{"id":"pmh:oai:figshare.com:article/30144007","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal contribution"}],"best_oa_location":{"id":"doi:10.3390/s24092830","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24092830","pdf_url":"https://www.mdpi.com/1424-8220/24/9/2830/pdf?version=1714386075","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8700000047683716,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4396219606.pdf"},"referenced_works_count":64,"referenced_works":["https://openalex.org/W1904878066","https://openalex.org/W2142514727","https://openalex.org/W2611650229","https://openalex.org/W2788633781","https://openalex.org/W2793678581","https://openalex.org/W2891391275","https://openalex.org/W3013277995","https://openalex.org/W3015984951","https://openalex.org/W3045801508","https://openalex.org/W3083024796","https://openalex.org/W3085602764","https://openalex.org/W3101156210","https://openalex.org/W3103077631","https://openalex.org/W3104004606","https://openalex.org/W3107669607","https://openalex.org/W3116116041","https://openalex.org/W3121402474","https://openalex.org/W3131964007","https://openalex.org/W3158317643","https://openalex.org/W3158551918","https://openalex.org/W3161534082","https://openalex.org/W3188579603","https://openalex.org/W3194028489","https://openalex.org/W3208458519","https://openalex.org/W3217167023","https://openalex.org/W4210530275","https://openalex.org/W4211172256","https://openalex.org/W4220860985","https://openalex.org/W4224234345","https://openalex.org/W4224323274","https://openalex.org/W4225959175","https://openalex.org/W4281735077","https://openalex.org/W4281993063","https://openalex.org/W4285105442","https://openalex.org/W4293084458","https://openalex.org/W4297984591","https://openalex.org/W4308870972","https://openalex.org/W4311304837","https://openalex.org/W4312128891","https://openalex.org/W4313145736","https://openalex.org/W4313473147","https://openalex.org/W4324354713","https://openalex.org/W4353083551","https://openalex.org/W4362510537","https://openalex.org/W4366667986","https://openalex.org/W4367666119","https://openalex.org/W4378574671","https://openalex.org/W4378619531","https://openalex.org/W4378647206","https://openalex.org/W4380680196","https://openalex.org/W4382583653","https://openalex.org/W4385728838","https://openalex.org/W4385812995","https://openalex.org/W4386136067","https://openalex.org/W4386960453","https://openalex.org/W4388304287","https://openalex.org/W4390608740","https://openalex.org/W4391130554","https://openalex.org/W4392137444","https://openalex.org/W4392173803","https://openalex.org/W6639867372","https://openalex.org/W6839511391","https://openalex.org/W6861019490","https://openalex.org/W6862451633"],"related_works":["https://openalex.org/W2591697403","https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3193565141","https://openalex.org/W3133861977","https://openalex.org/W2951211570","https://openalex.org/W3103566983","https://openalex.org/W3167935049","https://openalex.org/W3029198973","https://openalex.org/W4380075502"],"abstract_inverted_index":{"Lung":[0],"diseases":[1],"are":[2],"the":[3,9,193,214],"third-leading":[4],"cause":[5],"of":[6,35,75,82,163,217],"mortality":[7],"in":[8,33,181,225],"world.":[10],"Due":[11],"to":[12,48,53,87,115,156,201],"compromised":[13],"lung":[14,21,165,208,227],"function,":[15],"respiratory":[16],"difficulties,":[17],"and":[18,84,102,118,127,173,235,239],"physiological":[19],"complications,":[20],"disease":[22,91,209,237],"brought":[23],"on":[24],"by":[25],"toxic":[26],"substances,":[27],"pollution,":[28],"infections,":[29],"or":[30],"smoking":[31],"results":[32],"millions":[34],"deaths":[36],"every":[37],"year.":[38],"Chest":[39],"X-ray":[40,77],"images":[41,78],"pose":[42],"a":[43,67,80,136,143,150,177],"challenge":[44],"for":[45,79,206,233],"classification":[46,147],"due":[47],"their":[49],"visual":[50],"similarity,":[51],"leading":[52],"confusion":[54],"among":[55],"radiologists.":[56],"To":[57],"imitate":[58],"those":[59],"issues,":[60],"we":[61,85,140],"created":[62],"an":[63,230],"automated":[64],"system":[65],"with":[66,190,203,221],"large":[68,98],"data":[69,106,205],"hub":[70],"that":[71],"contains":[72],"17":[73],"datasets":[74,99],"chest":[76],"total":[81],"71,096,":[83],"aim":[86],"classify":[88],"ten":[89],"different":[90],"classes.":[92],"For":[93],"combining":[94,185,218],"various":[95,164],"resources,":[96],"our":[97],"contain":[100],"noise":[101,117],"annotations,":[103],"class":[104],"imbalances,":[105],"redundancy,":[107],"etc.":[108],"We":[109],"conducted":[110],"several":[111],"image":[112,146],"pre-processing":[113],"techniques":[114],"eliminate":[116],"artifacts":[119],"from":[120],"images,":[121],"such":[122],"as":[123],"resizing,":[124],"de-annotation,":[125],"CLAHE,":[126],"filtering.":[128],"The":[129],"elastic":[130],"deformation":[131],"augmentation":[132],"technique":[133],"also":[134],"generates":[135],"balanced":[137],"dataset.":[138],"Then,":[139],"developed":[141],"DeepChestGNN,":[142],"novel":[144],"medical":[145],"model":[148],"utilizing":[149],"deep":[151,160],"convolutional":[152],"neural":[153,187],"network":[154],"(DCNN)":[155],"extract":[157],"100":[158],"significant":[159,215],"features":[161],"indicative":[162],"diseases.":[166],"This":[167,211],"model,":[168],"incorporating":[169],"Batch":[170],"Normalization,":[171],"MaxPooling,":[172],"Dropout":[174],"layers,":[175,192],"achieved":[176],"remarkable":[178],"99.74%":[179],"accuracy":[180],"extensive":[182],"trials.":[183],"By":[184],"graph":[186,204],"networks":[188],"(GNNs)":[189],"feedforward":[191],"architecture":[194],"is":[195],"very":[196],"flexible":[197],"when":[198],"it":[199],"comes":[200],"working":[202],"accurate":[207],"classification.":[210,240],"study":[212],"highlights":[213],"impact":[216],"advanced":[219],"research":[220],"clinical":[222],"application":[223],"potential":[224],"diagnosing":[226],"diseases,":[228],"providing":[229],"optimal":[231],"framework":[232],"precise":[234],"efficient":[236],"identification":[238]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":8}],"updated_date":"2026-03-26T15:22:09.906841","created_date":"2025-10-10T00:00:00"}